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System and method for improved fake digital content creation

a fake digital content and system technology, applied in the field of system and method for improving fake digital content creation, can solve the problems of data in digital content that is unstructured, semi-structured, etc., and achieve the effects of improving the overall performance (including safety) of the system process, improving the overall ml/ai r&a process, and improving the speed of recognition

Pending Publication Date: 2021-07-22
MCDEVITT JOHN
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Benefits of technology

The patent describes a system and method for creating fake digital content to improve the recognition and accuracy of artificial intelligence systems. The system includes a rules engine that creates fake digital content based on given rules and requirements, and a recognition and analysis engine that processes the fake content. By training and testing the system with these falsified data, the system can better identify and distinguish between genuine and fake digital content, improving overall performance and safety. The method can also involve running multiple fake digital content creation engines in parallel, or through series, to increase the speed and volume of processing. The patent also mentions the use of third-party created fake digital content to further improve the system's ability to identify fake content. The system can be used in a range of applications, from autonomous vehicles to medical MRI analysis, to improve safety and reliability.

Problems solved by technology

Furthermore, the data in the digital content may be unstructured, semi-structured, and / or structured.

Method used

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  • System and method for improved fake digital content creation
  • System and method for improved fake digital content creation
  • System and method for improved fake digital content creation

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Embodiment Construction

[0019]The following detailed description outlines possible embodiments of the proposed system and method disclosed herein for exemplary purposes. The system and method disclosed are in no way meant to be limited to any specific combination of hardware and software. As will be described below, the system and method disclosed herein relate to the creation and analysis of FDC. An exemplary embodiment of the environment in which the FDC is requested, created, and analyzed is illustrated in FIG. 1, which includes the components described below. It should be appreciated that each of the components are illustrated as simple block diagrams, but include the requisite hardware and software components needed to perform the specified functions as would be appreciated by one skilled in the art. For example, one or more of the components described below can include one or more computer processor units (general purpose computer(s) and / or quantum processors) configured to execute software programs ...

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Abstract

The described system and method include rules and requirements for the creation of fake digital content, as well as ways to create the fake digital content (including creating original fake digital content and manipulating true digital content to make fake digital content). Also, the system and method provide a means to introduce the fake digital content into a process to recognize and analyze digital content in order to train that process to identify fake digital content. Furthermore, the system and method provide and a way to collect the results of the evaluation process and feed that back into the system and method for additional cycles (if needed).

Description

CROSS REFERENCE TO RELATED APPLICATION[0001]This application claims priority to U.S. Provisional Application No. 62 / 963,132, entitled System and Method for Improved Fake Digital Content Creation, filed on Jan. 19, 2020 the contents of which are incorporated herein by reference into the present application.BACKGROUND OF THE INVENTION[0002]A wide variety of industries and companies (such as Amazon AWS ML / AI Services, IBM Watson, Microsoft AI, and Google AI Platform) are utilizing digital content analysis in areas including but not limited to autonomous vehicle navigation, voice recognition / response, natural language processing, genetic editing, process optimization, automated reasoning, thermal efficiency analysis, image recognition, medical test analysis, and video review. The industries are using a combination of machine learning (ML) and artificial intelligence (AI) processes to perform these analyses. To improve the quality of any of these analyses a large quantity of original dig...

Claims

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Application Information

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IPC IPC(8): G06K9/62G06N20/00G06K9/78G06K9/00G06V10/774
CPCG06K9/6256G06K9/00791G06K9/78G06N20/00G06N5/046G06N3/126G06N5/025G06F21/64G06F16/93G06V10/774G06V20/56G06F18/214
Inventor MCDEVITT, JOHN
Owner MCDEVITT JOHN
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